Pandas is still numpy under the hood, but you can create a numpy array that points to memory that was allocated elsewhere, so conversion to pandas can be done without copies in nice cases where the data model is the same (simple data type, no nulls, etc.): https://arrow.apache.org/docs/python/pandas.html#zero-copy-s...